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You're a DBA or database developer working on a big (or even big-ish -- doesn't have to be huge) database. Your end-users are doing all sorts of data analysis, and even though you have a pretty beefy server, your queries just don't seem to run as fast as they should.
The reason (I bet)? Your queries aren't taking full advantage of the CPU power ...